Alternatives and similar repositories for SSL-MedSeg

Users that are interested in SSL-MedSeg are comparing it to the libraries listed below

• Cocofeat / TBraTS
  【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"
  ☆52Updated last year
• fhaghighi / DiRA
  Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…
  ☆102Updated last year
• xmindflow / SSL-contrastive
  [ISBI 2024] Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning
  ☆24Updated last year
• DeepMedLab / Tri-U-MT
  ☆34Updated 3 years ago
• moucheng2017 / EM-BPL-Semi-Seg
  [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation
  ☆40Updated 2 weeks ago
• hritam-98 / ICT-MedSeg
  Code implementation for our paper ACCEPTED in ISBI, 2022
  ☆40Updated 3 years ago
• SZUcsh / FAT-Net
  Official implementation of our FAT-Net (Medical Image Analysis)
  ☆26Updated 3 years ago
• himashi92 / Duo-SegNet
  [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…
  ☆50Updated 3 years ago
• igip-liu / SLC-Net
  ☆44Updated last year
• tqxli / self_supervised_learning_in_medical_imaging
  A collection of self-supervised papers in medical imaging.
  ☆40Updated 4 years ago
• krishnabits001 / pseudo_label_contrastive_training
  Code for Pseudo label based contrastive learning joint training approach
  ☆58Updated 3 years ago
• xmed-lab / DHC
  MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
  ☆60Updated last year
• himashi92 / Co-BioNet
  [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…
  ☆75Updated last year
• yhygao / universal-medical-image-segmentation
  ☆68Updated 11 months ago
• hbliu98 / CLFC-Brain-Tumor-Segmentation
  Multimodal Brain Tumor Segmentation Using Contrastive Learning based Feature Comparison with Monomodal Normal Brain Images
  ☆23Updated 2 years ago
• cheng-01037 / Causality-Medical-Image-Domain-Generalization
  [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)
  ☆100Updated 2 years ago
• rezazad68 / smunet
  SMU-Net]{SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities
  ☆32Updated 3 years ago
• koncle / CoraNet
  ☆54Updated 3 years ago
• yiqings / MICCAI2022_paper_with_code
  MICCAI 2022 Paper with Code
  ☆95Updated 2 years ago
• YaoZhang93 / MAML
  [MICCAI 2021] The official code for "Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation"
  ☆46Updated 3 years ago
• dewenzeng / positional_cl
  code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation
  ☆59Updated 8 months ago
• ShinkaiZ / CLCC-semi
  ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.
  ☆47Updated 2 years ago
• YtongXie / UniMiSS-code
  [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+
  ☆68Updated 6 months ago
• lemoshu / AC-MT
  [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation
  ☆25Updated last year
• MontaEllis / SSL-For-Medical-Segmentation
  This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.
  ☆46Updated 3 years ago
• tyb311 / SkelCon
  PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss
  ☆55Updated 3 months ago
• AISIGSJTU / SSVS
  Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'
  ☆40Updated 3 years ago
• jlianglab / CAiD
  Official PyTorch Implementation for CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging - MIDL 20…
  ☆10Updated 3 years ago
• PerceptionComputingLab / SCC
  [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model
  ☆14Updated 2 years ago
• jhl-Det / FLA-Net
  Official implementation for paper "Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos"
  ☆27Updated last year